wav2vec2-attempt2
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README.md
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base_model: facebook/wav2vec2-base
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tags:
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- generated_from_trainer
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model-index:
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- name: wav2vec2-attempt2
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results: []
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- eval_runtime: 4.9552
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- eval_samples_per_second: 9.081
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- eval_steps_per_second: 1.009
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- epoch: 4.8
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- step: 10
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## Model description
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- num_epochs: 6
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.36.2
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base_model: facebook/wav2vec2-base
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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- f1
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model-index:
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- name: wav2vec2-attempt2
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results: []
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This model is a fine-tuned version of [facebook/wav2vec2-base](https://huggingface.co/facebook/wav2vec2-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 3.1319
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- Accuracy: 0.0667
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- F1: 0.0121
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## Model description
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- num_epochs: 6
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:------:|
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| No log | 0.96 | 2 | 3.1337 | 0.0444 | 0.0066 |
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| No log | 1.92 | 4 | 3.1337 | 0.0444 | 0.0066 |
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| No log | 2.88 | 6 | 3.1341 | 0.0444 | 0.0128 |
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| No log | 3.84 | 8 | 3.1299 | 0.0444 | 0.0043 |
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| 3.1206 | 4.8 | 10 | 3.1281 | 0.0444 | 0.0042 |
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| 3.1206 | 5.76 | 12 | 3.1319 | 0.0667 | 0.0121 |
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### Framework versions
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- Transformers 4.36.2
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runs/May01_22-10-00_ip-10-0-2-237/events.out.tfevents.1714601401.ip-10-0-2-237.5033.0
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